Overview

Dataset statistics

Number of variables21
Number of observations1242
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory887.5 KiB
Average record size in memory731.7 B

Variable types

NUM11
CAT6
BOOL2
URL2

Reproduction

Analysis started2020-08-16 15:34:51.577433
Analysis finished2020-08-16 15:35:18.973766
Duration27.4 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

type has constant value "audio_features" Constant
target has constant value "1" Constant
song_name has a high cardinality: 1213 distinct values High cardinality
artist has a high cardinality: 631 distinct values High cardinality
song_name is uniformly distributed Uniform
id has unique values Unique
uri has unique values Unique
track_href has unique values Unique
analysis_url has unique values Unique
key has 127 (10.2%) zeros Zeros
instrumentalness has 436 (35.1%) zeros Zeros

Variables

danceability
Real number (ℝ≥0)

Distinct count518
Unique (%)41.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5539589371980675
Minimum0.112
Maximum0.953
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.112
5-th percentile0.31005
Q10.459
median0.556
Q30.655
95-th percentile0.786
Maximum0.953
Range0.841
Interquartile range (IQR)0.196

Descriptive statistics

Standard deviation0.1437903358
Coefficient of variation (CV)0.259568582
Kurtosis-0.1341307855
Mean0.5539589372
Median Absolute Deviation (MAD)0.098
Skewness-0.05048074693
Sum688.017
Variance0.02067566068
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.499100.8%
 
0.4990.7%
 
0.53590.7%
 
0.55980.6%
 
0.5280.6%
 
0.60670.6%
 
0.4870.6%
 
0.56370.6%
 
0.62970.6%
 
0.46860.5%
 
0.5560.5%
 
0.51260.5%
 
0.53960.5%
 
0.52160.5%
 
0.53260.5%
 
0.6660.5%
 
0.57860.5%
 
0.57460.5%
 
0.65560.5%
 
0.71660.5%
 
0.54660.5%
 
0.66760.5%
 
0.45760.5%
 
0.45960.5%
 
0.52960.5%
 
Other values (493)107486.5%
 
ValueCountFrequency (%) 
0.11210.1%
 
0.11310.1%
 
0.15410.1%
 
0.15910.1%
 
0.16310.1%
 
0.17910.1%
 
0.1910.1%
 
0.19810.1%
 
0.20310.1%
 
0.21310.1%
 
ValueCountFrequency (%) 
0.95310.1%
 
0.94910.1%
 
0.93310.1%
 
0.93210.1%
 
0.91810.1%
 
0.91410.1%
 
0.90710.1%
 
0.90620.2%
 
0.89410.1%
 
0.89310.1%
 

energy
Real number (ℝ≥0)

Distinct count548
Unique (%)44.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7407483091787439
Minimum0.0608
Maximum0.995
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.0608
5-th percentile0.362
Q10.63125
median0.7885
Q30.894
95-th percentile0.97
Maximum0.995
Range0.9342
Interquartile range (IQR)0.26275

Descriptive statistics

Standard deviation0.1930247735
Coefficient of variation (CV)0.2605807817
Kurtosis0.1963258766
Mean0.7407483092
Median Absolute Deviation (MAD)0.1255
Skewness-0.9006568535
Sum920.0094
Variance0.03725856318
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.84280.6%
 
0.94680.6%
 
0.87380.6%
 
0.85470.6%
 
0.88170.6%
 
0.91970.6%
 
0.98870.6%
 
0.94160.5%
 
0.77760.5%
 
0.63260.5%
 
0.87560.5%
 
0.92460.5%
 
0.94560.5%
 
0.88960.5%
 
0.98360.5%
 
0.8460.5%
 
0.71360.5%
 
0.77460.5%
 
0.91260.5%
 
0.88650.4%
 
0.57450.4%
 
0.78250.4%
 
0.79950.4%
 
0.87750.4%
 
0.95950.4%
 
Other values (523)108887.6%
 
ValueCountFrequency (%) 
0.060810.1%
 
0.079110.1%
 
0.081210.1%
 
0.089310.1%
 
0.1110.1%
 
0.1210.1%
 
0.13910.1%
 
0.14310.1%
 
0.16710.1%
 
0.17610.1%
 
ValueCountFrequency (%) 
0.99540.3%
 
0.99420.2%
 
0.99320.2%
 
0.99210.1%
 
0.99110.1%
 
0.9910.1%
 
0.98930.2%
 
0.98870.6%
 
0.98730.2%
 
0.98610.1%
 

key
Real number (ℝ≥0)

ZEROS

Distinct count12
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.086956521739131
Minimum0
Maximum11
Zeros127
Zeros (%)10.2%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q38
95-th percentile11
Maximum11
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.622897979
Coefficient of variation (CV)0.7121936197
Kurtosis-1.324781268
Mean5.086956522
Median Absolute Deviation (MAD)3
Skewness0.1462055067
Sum6318
Variance13.12538976
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
116513.3%
 
214511.7%
 
012710.2%
 
111068.5%
 
71058.5%
 
51048.4%
 
9998.0%
 
4947.6%
 
10907.2%
 
8846.8%
 
6786.3%
 
3453.6%
 
ValueCountFrequency (%) 
012710.2%
 
116513.3%
 
214511.7%
 
3453.6%
 
4947.6%
 
51048.4%
 
6786.3%
 
71058.5%
 
8846.8%
 
9998.0%
 
ValueCountFrequency (%) 
111068.5%
 
10907.2%
 
9998.0%
 
8846.8%
 
71058.5%
 
6786.3%
 
51048.4%
 
4947.6%
 
3453.6%
 
214511.7%
 

loudness
Real number (ℝ)

Distinct count1149
Unique (%)92.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-6.07631884057971
Minimum-22.846
Maximum-1.16
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum-22.846
5-th percentile-11.12455
Q1-7.36475
median-5.512
Q3-4.15825
95-th percentile-2.90975
Maximum-1.16
Range21.686
Interquartile range (IQR)3.2065

Descriptive statistics

Standard deviation2.728280675
Coefficient of variation (CV)-0.4490022243
Kurtosis4.524082342
Mean-6.076318841
Median Absolute Deviation (MAD)1.5235
Skewness-1.601355523
Sum-7546.788
Variance7.443515441
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-5.51230.2%
 
-7.10330.2%
 
-4.74330.2%
 
-3.7430.2%
 
-6.42820.2%
 
-5.49920.2%
 
-6.38820.2%
 
-7.49420.2%
 
-5.6220.2%
 
-3.99520.2%
 
-5.86720.2%
 
-13.49620.2%
 
-9.44320.2%
 
-6.71820.2%
 
-4.00120.2%
 
-4.07120.2%
 
-4.29620.2%
 
-7.29820.2%
 
-5.67720.2%
 
-4.77320.2%
 
-4.36920.2%
 
-4.90620.2%
 
-7.31620.2%
 
-5.11920.2%
 
-3.26420.2%
 
Other values (1124)118895.7%
 
ValueCountFrequency (%) 
-22.84610.1%
 
-22.64410.1%
 
-20.56310.1%
 
-19.31610.1%
 
-18.21310.1%
 
-18.06410.1%
 
-17.22710.1%
 
-16.46410.1%
 
-16.32610.1%
 
-16.22510.1%
 
ValueCountFrequency (%) 
-1.1610.1%
 
-1.27710.1%
 
-1.45110.1%
 
-1.59810.1%
 
-1.6210.1%
 
-1.68510.1%
 
-1.69510.1%
 
-1.74310.1%
 
-1.76610.1%
 
-1.89410.1%
 

mode
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
1
715
0
527
ValueCountFrequency (%) 
171557.6%
 
052742.4%
 

speechiness
Real number (ℝ≥0)

Distinct count640
Unique (%)51.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.08160225442834139
Minimum0.0238
Maximum0.792
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.0238
5-th percentile0.029
Q10.037625
median0.0534
Q30.0892
95-th percentile0.2449
Maximum0.792
Range0.7682
Interquartile range (IQR)0.051575

Descriptive statistics

Standard deviation0.07826344709
Coefficient of variation (CV)0.9590843738
Kurtosis13.4031021
Mean0.08160225443
Median Absolute Deviation (MAD)0.01925
Skewness3.133975923
Sum101.35
Variance0.00612516715
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.035790.7%
 
0.1280.6%
 
0.030280.6%
 
0.11670.6%
 
0.045970.6%
 
0.03770.6%
 
0.029560.5%
 
0.039660.5%
 
0.062360.5%
 
0.039860.5%
 
0.038160.5%
 
0.039460.5%
 
0.027860.5%
 
0.045250.4%
 
0.044950.4%
 
0.036350.4%
 
0.037650.4%
 
0.038250.4%
 
0.03350.4%
 
0.03250.4%
 
0.083850.4%
 
0.04350.4%
 
0.11350.4%
 
0.037850.4%
 
0.032450.4%
 
Other values (615)109488.1%
 
ValueCountFrequency (%) 
0.023810.1%
 
0.024410.1%
 
0.024610.1%
 
0.024910.1%
 
0.025120.2%
 
0.025410.1%
 
0.025720.2%
 
0.025810.1%
 
0.026230.2%
 
0.026310.1%
 
ValueCountFrequency (%) 
0.79210.1%
 
0.60710.1%
 
0.56910.1%
 
0.48110.1%
 
0.47520.2%
 
0.46210.1%
 
0.44610.1%
 
0.43810.1%
 
0.43410.1%
 
0.43110.1%
 

acousticness
Real number (ℝ≥0)

Distinct count1008
Unique (%)81.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1415967165619968
Minimum2.27e-06
Maximum0.994
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum2.27e-06
5-th percentile7.812e-05
Q10.002055
median0.02695
Q30.16775
95-th percentile0.71745
Maximum0.994
Range0.99399773
Interquartile range (IQR)0.165695

Descriptive statistics

Standard deviation0.2286273604
Coefficient of variation (CV)1.614637443
Kurtosis2.925260565
Mean0.1415967166
Median Absolute Deviation (MAD)0.026778
Skewness1.942151552
Sum175.863122
Variance0.05227046992
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.11460.5%
 
0.13150.4%
 
0.1150.4%
 
0.35140.3%
 
0.0013540.3%
 
0.18340.3%
 
0.014140.3%
 
0.011540.3%
 
0.0013140.3%
 
0.14540.3%
 
0.011730.2%
 
0.026130.2%
 
0.11230.2%
 
0.13430.2%
 
0.22730.2%
 
0.10130.2%
 
0.0011230.2%
 
0.001230.2%
 
0.18230.2%
 
0.0012530.2%
 
0.00027330.2%
 
0.38230.2%
 
0.048330.2%
 
0.10330.2%
 
0.013730.2%
 
Other values (983)115392.8%
 
ValueCountFrequency (%) 
2.27e-0610.1%
 
2.81e-0610.1%
 
2.88e-0610.1%
 
4.42e-0610.1%
 
5.22e-0610.1%
 
5.32e-0610.1%
 
5.39e-0610.1%
 
5.61e-0610.1%
 
5.88e-0610.1%
 
9.17e-0610.1%
 
ValueCountFrequency (%) 
0.99410.1%
 
0.98410.1%
 
0.97910.1%
 
0.96710.1%
 
0.96410.1%
 
0.95310.1%
 
0.95210.1%
 
0.95110.1%
 
0.92510.1%
 
0.92420.2%
 

instrumentalness
Real number (ℝ≥0)

ZEROS

Distinct count721
Unique (%)58.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.06789190673107891
Minimum0.0
Maximum0.973
Zeros436
Zeros (%)35.1%
Memory size9.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.65e-05
Q30.00377
95-th percentile0.70785
Maximum0.973
Range0.973
Interquartile range (IQR)0.00377

Descriptive statistics

Standard deviation0.2036739095
Coefficient of variation (CV)2.999973329
Kurtosis9.060613416
Mean0.06789190673
Median Absolute Deviation (MAD)2.65e-05
Skewness3.220160379
Sum84.32174816
Variance0.0414830614
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
043635.1%
 
0.00029450.4%
 
0.00011940.3%
 
0.00010540.3%
 
0.81930.2%
 
3.75e-0530.2%
 
0.00010230.2%
 
1.15e-0530.2%
 
1.41e-0530.2%
 
0.12830.2%
 
1.87e-0530.2%
 
1.48e-0520.2%
 
0.076120.2%
 
0.012120.2%
 
0.013920.2%
 
0.012220.2%
 
0.0032520.2%
 
0.00022520.2%
 
5.36e-0620.2%
 
0.00022820.2%
 
0.80920.2%
 
0.0010120.2%
 
0.79820.2%
 
0.00020220.2%
 
0.018720.2%
 
Other values (696)74459.9%
 
ValueCountFrequency (%) 
043635.1%
 
1e-0610.1%
 
1.06e-0610.1%
 
1.08e-0610.1%
 
1.1e-0610.1%
 
1.12e-0610.1%
 
1.13e-0610.1%
 
1.15e-0610.1%
 
1.19e-0610.1%
 
1.2e-0610.1%
 
ValueCountFrequency (%) 
0.97310.1%
 
0.95910.1%
 
0.95810.1%
 
0.9510.1%
 
0.9410.1%
 
0.93710.1%
 
0.92310.1%
 
0.92110.1%
 
0.91610.1%
 
0.91320.2%
 

liveness
Real number (ℝ≥0)

Distinct count580
Unique (%)46.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.20056280193236714
Minimum0.0219
Maximum0.967
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.0219
5-th percentile0.0642
Q10.09805
median0.133
Q30.26075
95-th percentile0.5389
Maximum0.967
Range0.9451
Interquartile range (IQR)0.1627

Descriptive statistics

Standard deviation0.1616549696
Coefficient of variation (CV)0.8060067374
Kurtosis4.828338108
Mean0.2005628019
Median Absolute Deviation (MAD)0.0509
Skewness2.060469515
Sum249.099
Variance0.0261323292
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.111201.6%
 
0.106171.4%
 
0.105141.1%
 
0.102141.1%
 
0.113141.1%
 
0.107131.0%
 
0.11121.0%
 
0.114121.0%
 
0.108121.0%
 
0.101121.0%
 
0.116121.0%
 
0.109121.0%
 
0.1100.8%
 
0.14100.8%
 
0.12790.7%
 
0.13190.7%
 
0.10480.6%
 
0.11880.6%
 
0.11580.6%
 
0.13470.6%
 
0.11970.6%
 
0.13360.5%
 
0.1260.5%
 
0.12360.5%
 
0.12960.5%
 
Other values (555)97878.7%
 
ValueCountFrequency (%) 
0.021910.1%
 
0.024310.1%
 
0.02610.1%
 
0.028510.1%
 
0.03310.1%
 
0.033810.1%
 
0.03510.1%
 
0.036110.1%
 
0.037110.1%
 
0.038710.1%
 
ValueCountFrequency (%) 
0.96720.2%
 
0.95510.1%
 
0.95410.1%
 
0.93410.1%
 
0.90410.1%
 
0.89910.1%
 
0.88610.1%
 
0.86810.1%
 
0.86210.1%
 
0.85110.1%
 

valence
Real number (ℝ≥0)

Distinct count658
Unique (%)53.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4485895330112722
Minimum0.0337
Maximum0.98
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum0.0337
5-th percentile0.109
Q10.278
median0.43
Q30.6095
95-th percentile0.83095
Maximum0.98
Range0.9463
Interquartile range (IQR)0.3315

Descriptive statistics

Standard deviation0.2199088575
Coefficient of variation (CV)0.4902228906
Kurtosis-0.7179918084
Mean0.448589533
Median Absolute Deviation (MAD)0.167
Skewness0.2519797598
Sum557.1482
Variance0.04835990563
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.39760.5%
 
0.50560.5%
 
0.29660.5%
 
0.52350.4%
 
0.33550.4%
 
0.34850.4%
 
0.61250.4%
 
0.18150.4%
 
0.35650.4%
 
0.35250.4%
 
0.35850.4%
 
0.37350.4%
 
0.10940.3%
 
0.31440.3%
 
0.48240.3%
 
0.59740.3%
 
0.4940.3%
 
0.75640.3%
 
0.64640.3%
 
0.28240.3%
 
0.49440.3%
 
0.38340.3%
 
0.30440.3%
 
0.73140.3%
 
0.41940.3%
 
Other values (633)112790.7%
 
ValueCountFrequency (%) 
0.033710.1%
 
0.034210.1%
 
0.034910.1%
 
0.035210.1%
 
0.036610.1%
 
0.03810.1%
 
0.03910.1%
 
0.039110.1%
 
0.039610.1%
 
0.039910.1%
 
ValueCountFrequency (%) 
0.9810.1%
 
0.97110.1%
 
0.9710.1%
 
0.96510.1%
 
0.96410.1%
 
0.9610.1%
 
0.95320.2%
 
0.94620.2%
 
0.94510.1%
 
0.94210.1%
 

tempo
Real number (ℝ≥0)

Distinct count1200
Unique (%)96.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean123.79035909822865
Minimum48.718
Maximum216.158
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum48.718
5-th percentile82.09155
Q1100.99725
median120.01
Q3142.6845
95-th percentile175.04575
Maximum216.158
Range167.44
Interquartile range (IQR)41.68725

Descriptive statistics

Standard deviation28.57871717
Coefficient of variation (CV)0.2308638361
Kurtosis-0.4509231065
Mean123.7903591
Median Absolute Deviation (MAD)20.01
Skewness0.4665015929
Sum153747.626
Variance816.7430751
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
120.01730.2%
 
146.00530.2%
 
84.58120.2%
 
114.99120.2%
 
120.0120.2%
 
110.01820.2%
 
104.96420.2%
 
95.43120.2%
 
109.97520.2%
 
140.02920.2%
 
100.00420.2%
 
140.02620.2%
 
120.02620.2%
 
120.00320.2%
 
173.94120.2%
 
100.00720.2%
 
106.22820.2%
 
110.00820.2%
 
79.92920.2%
 
105.19120.2%
 
99.99720.2%
 
149.95820.2%
 
109.97920.2%
 
174.99720.2%
 
175.06920.2%
 
Other values (1175)119095.8%
 
ValueCountFrequency (%) 
48.71810.1%
 
68.98510.1%
 
69.63610.1%
 
72.13910.1%
 
72.51710.1%
 
72.97610.1%
 
72.98910.1%
 
73.20510.1%
 
73.48310.1%
 
74.00310.1%
 
ValueCountFrequency (%) 
216.15810.1%
 
208.95110.1%
 
204.1110.1%
 
200.05610.1%
 
200.02410.1%
 
198.55610.1%
 
196.50510.1%
 
196.11810.1%
 
195.79510.1%
 
193.15510.1%
 

type
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
audio_features
1242
ValueCountFrequency (%) 
audio_features1242100.0%
 

Length

Max length14
Median length14
Mean length14
Min length14

Overview of Unicode Properties

Unique unicode characters11
Unique unicode categories (?)2
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a248414.3%
 
u248414.3%
 
e248414.3%
 
d12427.1%
 
i12427.1%
 
o12427.1%
 
_12427.1%
 
f12427.1%
 
t12427.1%
 
r12427.1%
 
s12427.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1614692.9%
 
Connector Punctuation12427.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a248415.4%
 
u248415.4%
 
e248415.4%
 
d12427.7%
 
i12427.7%
 
o12427.7%
 
f12427.7%
 
t12427.7%
 
r12427.7%
 
s12427.7%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_1242100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1614692.9%
 
Common12427.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a248415.4%
 
u248415.4%
 
e248415.4%
 
d12427.7%
 
i12427.7%
 
o12427.7%
 
f12427.7%
 
t12427.7%
 
r12427.7%
 
s12427.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
_1242100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII17388100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a248414.3%
 
u248414.3%
 
e248414.3%
 
d12427.1%
 
i12427.1%
 
o12427.1%
 
_12427.1%
 
f12427.1%
 
t12427.1%
 
r12427.1%
 
s12427.1%
 

id
Categorical

UNIQUE

Distinct count1242
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
5pMmWfuL0FTGshYt7HVJ8P
 
1
4HcDu9IGRCvSTJE4yW5Ugv
 
1
5RK8kePPbYkBqMu1e23zuv
 
1
1KlDcHrlDPUJJPmMup3tUp
 
1
6onUMBL8givfqZPqWQ6945
 
1
Other values (1237)
1237
ValueCountFrequency (%) 
5pMmWfuL0FTGshYt7HVJ8P10.1%
 
4HcDu9IGRCvSTJE4yW5Ugv10.1%
 
5RK8kePPbYkBqMu1e23zuv10.1%
 
1KlDcHrlDPUJJPmMup3tUp10.1%
 
6onUMBL8givfqZPqWQ694510.1%
 
0i6MFSVoW9FRPwEau74Wrq10.1%
 
0jWgAnTrNZmOGmqgvHhZEm10.1%
 
5fClxrCCWOGtySWOfOK3V410.1%
 
1FOUJzuApMpMM1wiuy3qfl10.1%
 
0jqBo5RYn008f4ZY8kPewW10.1%
 
2hQnLzly0jRPpLPp23sA4i10.1%
 
3fttmSWGThBQTNkuHMoCTN10.1%
 
3EJWBUjdvBYuXEaqOhIapA10.1%
 
3JBhJEZUrP2dt3HcXaNxyz10.1%
 
2YRJxFhJQQvUsf14rXpvBD10.1%
 
5YNf9s8WE3iF33YaFNrgpa10.1%
 
1GtVGc1UYin3zpMUdNSSpM10.1%
 
7lGKEWMXVWWTt3X71Bv44I10.1%
 
6x2w7tJogu6rIWT9DomoO910.1%
 
2SpEHTbUuebeLkgs9QB7Ue10.1%
 
4qjNQlgryuIV8DVDMJYA7a10.1%
 
6Xz7FeyE8HTP90HecgHV5710.1%
 
76gYk9g0bZj47NyIKzjLF610.1%
 
1aGvLFHJ2shKqO9uycaUcW10.1%
 
7pqgMEKsDMOHUdFQ7n0N9K10.1%
 
Other values (1217)121798.0%
 

Length

Max length22
Median length22
Mean length22
Min length22

Overview of Unicode Properties

Unique unicode characters62
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
66212.3%
 
36172.3%
 
55832.1%
 
05762.1%
 
15692.1%
 
45532.0%
 
75522.0%
 
25482.0%
 
Z4651.7%
 
C4561.7%
 
s4561.7%
 
U4531.7%
 
F4511.7%
 
W4501.6%
 
u4481.6%
 
t4441.6%
 
h4391.6%
 
E4371.6%
 
G4351.6%
 
Q4341.6%
 
b4331.6%
 
w4331.6%
 
r4321.6%
 
p4311.6%
 
g4301.6%
 
Other values (37)1517855.5%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter1094540.1%
 
Lowercase Letter1092340.0%
 
Decimal Number545620.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
662111.4%
 
361711.3%
 
558310.7%
 
057610.6%
 
156910.4%
 
455310.1%
 
755210.1%
 
254810.0%
 
94277.8%
 
84107.5%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
Z4654.2%
 
C4564.2%
 
U4534.1%
 
F4514.1%
 
W4504.1%
 
E4374.0%
 
G4354.0%
 
Q4344.0%
 
A4273.9%
 
P4273.9%
 
R4193.8%
 
I4183.8%
 
S4183.8%
 
Y4163.8%
 
K4123.8%
 
B4123.8%
 
O4123.8%
 
V4093.7%
 
M4083.7%
 
T4073.7%
 
H4073.7%
 
L4043.7%
 
D4013.7%
 
N3943.6%
 
J3913.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
s4564.2%
 
u4484.1%
 
t4444.1%
 
h4394.0%
 
b4334.0%
 
w4334.0%
 
r4324.0%
 
p4313.9%
 
g4303.9%
 
z4283.9%
 
c4273.9%
 
y4263.9%
 
n4233.9%
 
e4213.9%
 
l4203.8%
 
i4193.8%
 
o4163.8%
 
k4133.8%
 
x4123.8%
 
a4093.7%
 
d4083.7%
 
j4003.7%
 
f3973.6%
 
v3883.6%
 
q3873.5%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin2186880.0%
 
Common545620.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
662111.4%
 
361711.3%
 
558310.7%
 
057610.6%
 
156910.4%
 
455310.1%
 
755210.1%
 
254810.0%
 
94277.8%
 
84107.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
Z4652.1%
 
C4562.1%
 
s4562.1%
 
U4532.1%
 
F4512.1%
 
W4502.1%
 
u4482.0%
 
t4442.0%
 
h4392.0%
 
E4372.0%
 
G4352.0%
 
Q4342.0%
 
b4332.0%
 
w4332.0%
 
r4322.0%
 
p4312.0%
 
g4302.0%
 
z4282.0%
 
c4272.0%
 
A4272.0%
 
P4272.0%
 
y4261.9%
 
n4231.9%
 
e4211.9%
 
l4201.9%
 
Other values (27)1094250.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII27324100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
66212.3%
 
36172.3%
 
55832.1%
 
05762.1%
 
15692.1%
 
45532.0%
 
75522.0%
 
25482.0%
 
Z4651.7%
 
C4561.7%
 
s4561.7%
 
U4531.7%
 
F4511.7%
 
W4501.6%
 
u4481.6%
 
t4441.6%
 
h4391.6%
 
E4371.6%
 
G4351.6%
 
Q4341.6%
 
b4331.6%
 
w4331.6%
 
r4321.6%
 
p4311.6%
 
g4301.6%
 
Other values (37)1517855.5%
 

uri
Categorical

UNIQUE

Distinct count1242
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
spotify:track:6ZnlHRlFCshCTSCrf9nHR0
 
1
spotify:track:5sFDReWLrZHLFZFjHsjUTS
 
1
spotify:track:5PIxPhOifdCCdJYm6XcEgk
 
1
spotify:track:3bhG8TYIHgElq7wWf8VVOn
 
1
spotify:track:34oB5r0lcN3fYWCs2uA1k5
 
1
Other values (1237)
1237
ValueCountFrequency (%) 
spotify:track:6ZnlHRlFCshCTSCrf9nHR010.1%
 
spotify:track:5sFDReWLrZHLFZFjHsjUTS10.1%
 
spotify:track:5PIxPhOifdCCdJYm6XcEgk10.1%
 
spotify:track:3bhG8TYIHgElq7wWf8VVOn10.1%
 
spotify:track:34oB5r0lcN3fYWCs2uA1k510.1%
 
spotify:track:7txxAtOMwLLnQTpKeBL6bp10.1%
 
spotify:track:6bM3GKo47KVgvj3gHdWS0U10.1%
 
spotify:track:3yelVZf4p9wDpWjPav5mOn10.1%
 
spotify:track:5nVBstauG4hlbMPngRSDQT10.1%
 
spotify:track:783TPwhbNk9Fb9ULu4hTtg10.1%
 
spotify:track:780voClLvwbE1eSatqXaep10.1%
 
spotify:track:2xGKkcdKQUyqKKfOhd58gP10.1%
 
spotify:track:4btPWtXbiiTuhdPDJm6VpA10.1%
 
spotify:track:2vesdp3VWtThIKeLdxHmFP10.1%
 
spotify:track:4DhTYOiTlKBZzOf1eokBy910.1%
 
spotify:track:7hjUMZ5Ch80Wq2162hfTlR10.1%
 
spotify:track:4ju4zNA8aY8LMPClsptrBW10.1%
 
spotify:track:4SgbUaGlOe4sdOs3YfupWy10.1%
 
spotify:track:6cr6UDpkjEaMQ80OjWqEBQ10.1%
 
spotify:track:5yFSF6qQA1rcLsQRnBsZgb10.1%
 
spotify:track:1IO0vmLJC3xjZK1f9VVX2K10.1%
 
spotify:track:3xCsHloPBl211Yi4UEUUcm10.1%
 
spotify:track:6WkJ2OK163XXS2oARUC9JM10.1%
 
spotify:track:4OMKQBq51PnjZz042AghkR10.1%
 
spotify:track:7L3b6iaVhDVjfo52Hbvh9Z10.1%
 
Other values (1217)121798.0%
 

Length

Max length36
Median length36
Mean length36
Min length36

Overview of Unicode Properties

Unique unicode characters63
Unique unicode categories (?)4
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
t29286.5%
 
:24845.6%
 
s16983.8%
 
r16743.7%
 
p16733.7%
 
c16693.7%
 
y16683.7%
 
i16613.7%
 
o16583.7%
 
k16553.7%
 
a16513.7%
 
f16393.7%
 
66211.4%
 
36171.4%
 
55831.3%
 
05761.3%
 
15691.3%
 
45531.2%
 
75521.2%
 
25481.2%
 
Z4651.0%
 
C4561.0%
 
U4531.0%
 
F4511.0%
 
W4501.0%
 
Other values (38)1576035.2%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter2582757.8%
 
Uppercase Letter1094524.5%
 
Decimal Number545612.2%
 
Other Punctuation24845.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
t292811.3%
 
s16986.6%
 
r16746.5%
 
p16736.5%
 
c16696.5%
 
y16686.5%
 
i16616.4%
 
o16586.4%
 
k16556.4%
 
a16516.4%
 
f16396.3%
 
u4481.7%
 
h4391.7%
 
b4331.7%
 
w4331.7%
 
g4301.7%
 
z4281.7%
 
n4231.6%
 
e4211.6%
 
l4201.6%
 
x4121.6%
 
d4081.6%
 
j4001.5%
 
v3881.5%
 
q3871.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
:2484100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
662111.4%
 
361711.3%
 
558310.7%
 
057610.6%
 
156910.4%
 
455310.1%
 
755210.1%
 
254810.0%
 
94277.8%
 
84107.5%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
Z4654.2%
 
C4564.2%
 
U4534.1%
 
F4514.1%
 
W4504.1%
 
E4374.0%
 
G4354.0%
 
Q4344.0%
 
A4273.9%
 
P4273.9%
 
R4193.8%
 
I4183.8%
 
S4183.8%
 
Y4163.8%
 
K4123.8%
 
B4123.8%
 
O4123.8%
 
V4093.7%
 
M4083.7%
 
T4073.7%
 
H4073.7%
 
L4043.7%
 
D4013.7%
 
N3943.6%
 
J3913.6%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin3677282.2%
 
Common794017.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
t29288.0%
 
s16984.6%
 
r16744.6%
 
p16734.5%
 
c16694.5%
 
y16684.5%
 
i16614.5%
 
o16584.5%
 
k16554.5%
 
a16514.5%
 
f16394.5%
 
Z4651.3%
 
C4561.2%
 
U4531.2%
 
F4511.2%
 
W4501.2%
 
u4481.2%
 
h4391.2%
 
E4371.2%
 
G4351.2%
 
Q4341.2%
 
b4331.2%
 
w4331.2%
 
g4301.2%
 
z4281.2%
 
Other values (27)1100629.9%
 

Most frequent Common characters

ValueCountFrequency (%) 
:248431.3%
 
66217.8%
 
36177.8%
 
55837.3%
 
05767.3%
 
15697.2%
 
45537.0%
 
75527.0%
 
25486.9%
 
94275.4%
 
84105.2%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII44712100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
t29286.5%
 
:24845.6%
 
s16983.8%
 
r16743.7%
 
p16733.7%
 
c16693.7%
 
y16683.7%
 
i16613.7%
 
o16583.7%
 
k16553.7%
 
a16513.7%
 
f16393.7%
 
66211.4%
 
36171.4%
 
55831.3%
 
05761.3%
 
15691.3%
 
45531.2%
 
75521.2%
 
25481.2%
 
Z4651.0%
 
C4561.0%
 
U4531.0%
 
F4511.0%
 
W4501.0%
 
Other values (38)1576035.2%
 

track_href
URL

UNIQUE

Distinct count1242
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
https://api.spotify.com/v1/tracks/3wTyLh0vhP3dN5yv0Mti17
 
1
https://api.spotify.com/v1/tracks/30iGc3gZlptjWNKNZjaEi7
 
1
https://api.spotify.com/v1/tracks/54Sc7mZQ1RM03STpk4SfaA
 
1
https://api.spotify.com/v1/tracks/6F6DxQ3XjToEHX1e2KKSbg
 
1
https://api.spotify.com/v1/tracks/7F6oEeRgjOoesYz8qOov7p
 
1
Other values (1237)
1237
ValueCountFrequency (%) 
https://api.spotify.com/v1/tracks/3wTyLh0vhP3dN5yv0Mti1710.1%
 
https://api.spotify.com/v1/tracks/30iGc3gZlptjWNKNZjaEi710.1%
 
https://api.spotify.com/v1/tracks/54Sc7mZQ1RM03STpk4SfaA10.1%
 
https://api.spotify.com/v1/tracks/6F6DxQ3XjToEHX1e2KKSbg10.1%
 
https://api.spotify.com/v1/tracks/7F6oEeRgjOoesYz8qOov7p10.1%
 
https://api.spotify.com/v1/tracks/4btPWtXbiiTuhdPDJm6VpA10.1%
 
https://api.spotify.com/v1/tracks/1KlDcHrlDPUJJPmMup3tUp10.1%
 
https://api.spotify.com/v1/tracks/3tZuwUQH8QIdAU4mdWdBdR10.1%
 
https://api.spotify.com/v1/tracks/1fzJyTCKeZuTSLByCsLRHl10.1%
 
https://api.spotify.com/v1/tracks/6ltk0wohYluOmYkXihJTIH10.1%
 
https://api.spotify.com/v1/tracks/5ve8saw5u0CbP9fcyNzmxN10.1%
 
https://api.spotify.com/v1/tracks/4sQJXbtxwoKHG7PwMRJ0Ig10.1%
 
https://api.spotify.com/v1/tracks/6CQaVuICm1WVXyy3SZ5jEI10.1%
 
https://api.spotify.com/v1/tracks/7fI68tGykUE5DosLnVASDA10.1%
 
https://api.spotify.com/v1/tracks/2rzpeCJ9pACIsbDo071pQz10.1%
 
https://api.spotify.com/v1/tracks/6CvTbrBxxc5jFwqsivhpxh10.1%
 
https://api.spotify.com/v1/tracks/1jWFC9mBdFiujSHnfTj0id10.1%
 
https://api.spotify.com/v1/tracks/5senrfXnvzHWbTtpjzpvwH10.1%
 
https://api.spotify.com/v1/tracks/6onUMBL8givfqZPqWQ694510.1%
 
https://api.spotify.com/v1/tracks/6UbmWhxCm4HBKr1zrKGHgp10.1%
 
https://api.spotify.com/v1/tracks/6RjKVXi31fui9m4dbiGRrL10.1%
 
https://api.spotify.com/v1/tracks/3r6XMYrs2JR30kOW3tw8VA10.1%
 
https://api.spotify.com/v1/tracks/2l57cfmCnOkwNX1tky02n110.1%
 
https://api.spotify.com/v1/tracks/48otelBlQznqDX6Uuio48510.1%
 
https://api.spotify.com/v1/tracks/5Z7L8FJk0aRrpxYyvoCFik10.1%
 
Other values (1217)121798.0%
 
ValueCountFrequency (%) 
https1242100.0%
 
ValueCountFrequency (%) 
api.spotify.com1242100.0%
 
ValueCountFrequency (%) 
/v1/tracks/6Xs7OKt6i0Ddq8B4M5Dgvr10.1%
 
/v1/tracks/1AhOkztLsXDz9zIIfgo9ZR10.1%
 
/v1/tracks/5wQnmLuC1W7ATsArWACrgW10.1%
 
/v1/tracks/566zgZLzBL7bNPop5Yjd1810.1%
 
/v1/tracks/6Xo6taj3pa6TVHWGJqxo8o10.1%
 
/v1/tracks/1py4qzrEEkOvU8uTHYLuOW10.1%
 
/v1/tracks/7y9iMe8SOB6z3NoHE2OfXl10.1%
 
/v1/tracks/4CG2XyRrTdgeVlptAZEw4J10.1%
 
/v1/tracks/1pyGo7knT3LE2I1FJIrwdX10.1%
 
/v1/tracks/5mpLcXEsk3jjzLFGuNKk5I10.1%
 
/v1/tracks/4Uy3kNxW2kB8AEoXljEcth10.1%
 
/v1/tracks/6CQaVuICm1WVXyy3SZ5jEI10.1%
 
/v1/tracks/1TogTbSn3xkbapb6OUxRvq10.1%
 
/v1/tracks/0JwtuqKYYCA1iJ5cubotGW10.1%
 
/v1/tracks/6wqJeItl3Vc3az4ZicSQAB10.1%
 
/v1/tracks/7jLQgJMKpTW5FF6KJHpon810.1%
 
/v1/tracks/7olBp1IK55L7SOehOBS0hu10.1%
 
/v1/tracks/32pqqCrnIC5O5iE9c218PJ10.1%
 
/v1/tracks/6erZDIGMbZG8lCllaxzZ1910.1%
 
/v1/tracks/3PhDq7u2YZ7bcPRA7Bnpqy10.1%
 
/v1/tracks/7GHqPV9RCRofSXh68htAkg10.1%
 
/v1/tracks/1diSFxNvwkKMOI2vcadxy510.1%
 
/v1/tracks/2zwcnaxahJOnYwG0H6tXTz10.1%
 
/v1/tracks/3wTyLh0vhP3dN5yv0Mti1710.1%
 
/v1/tracks/48n92l7OnLEURhalUBtsl710.1%
 
Other values (1217)121798.0%
 
ValueCountFrequency (%) 
1242100.0%
 
ValueCountFrequency (%) 
1242100.0%
 

analysis_url
URL

UNIQUE

Distinct count1242
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
https://api.spotify.com/v1/audio-analysis/68IxvPnLXNumWzfT28qOPA
 
1
https://api.spotify.com/v1/audio-analysis/0HsGh7cboYz6cVMIyFrQ8j
 
1
https://api.spotify.com/v1/audio-analysis/597i9UhHbW8hHgBUp8Tm54
 
1
https://api.spotify.com/v1/audio-analysis/21jEuMn2lf37715rwjow2M
 
1
https://api.spotify.com/v1/audio-analysis/5QTxFnGygVM4jFQiBovmRo
 
1
Other values (1237)
1237
ValueCountFrequency (%) 
https://api.spotify.com/v1/audio-analysis/68IxvPnLXNumWzfT28qOPA10.1%
 
https://api.spotify.com/v1/audio-analysis/0HsGh7cboYz6cVMIyFrQ8j10.1%
 
https://api.spotify.com/v1/audio-analysis/597i9UhHbW8hHgBUp8Tm5410.1%
 
https://api.spotify.com/v1/audio-analysis/21jEuMn2lf37715rwjow2M10.1%
 
https://api.spotify.com/v1/audio-analysis/5QTxFnGygVM4jFQiBovmRo10.1%
 
https://api.spotify.com/v1/audio-analysis/6nBQFAIVFmAx2oZ8p6lUg610.1%
 
https://api.spotify.com/v1/audio-analysis/7hZRh76Rl1Tc99jZseanbZ10.1%
 
https://api.spotify.com/v1/audio-analysis/74Ex6ok99wnahZQ7cIiD6N10.1%
 
https://api.spotify.com/v1/audio-analysis/0Fk2NcRQpungRyAx9Y6KTk10.1%
 
https://api.spotify.com/v1/audio-analysis/0JwtuqKYYCA1iJ5cubotGW10.1%
 
https://api.spotify.com/v1/audio-analysis/1t4CqrYMLXMqYTUQqdoE8r10.1%
 
https://api.spotify.com/v1/audio-analysis/2cKBRXAja8JIgF2gSmrMke10.1%
 
https://api.spotify.com/v1/audio-analysis/7G7cMNfyg3tFiFzfrgsw3010.1%
 
https://api.spotify.com/v1/audio-analysis/7k1nk4lxKSVhXs5WgZWXEz10.1%
 
https://api.spotify.com/v1/audio-analysis/3un2KQUaQ2brEpd8dK93wI10.1%
 
https://api.spotify.com/v1/audio-analysis/5c0Wgs68kjgViFCVDGLB2I10.1%
 
https://api.spotify.com/v1/audio-analysis/60c0wfBSz7erCZy6S8a8De10.1%
 
https://api.spotify.com/v1/audio-analysis/3lWCa9e0KhDghboM5L9C6d10.1%
 
https://api.spotify.com/v1/audio-analysis/2Tt5plsRljbA936tXOlLnC10.1%
 
https://api.spotify.com/v1/audio-analysis/5NQbUaeTEOGdD6hHcre0dZ10.1%
 
https://api.spotify.com/v1/audio-analysis/36TO60sxDduIsO3xH8IcUh10.1%
 
https://api.spotify.com/v1/audio-analysis/0wqOReZDnrefefEsrIGeR410.1%
 
https://api.spotify.com/v1/audio-analysis/4cxvludVmQxryrnx1m9FqL10.1%
 
https://api.spotify.com/v1/audio-analysis/7Ii2ALuxW7NkLfQPhV4Rn210.1%
 
https://api.spotify.com/v1/audio-analysis/63GmNhZUpREmJzM53mc4eJ10.1%
 
Other values (1217)121798.0%
 
ValueCountFrequency (%) 
https1242100.0%
 
ValueCountFrequency (%) 
api.spotify.com1242100.0%
 
ValueCountFrequency (%) 
/v1/audio-analysis/2VqhtcC3YZWtZcgxjDxwdw10.1%
 
/v1/audio-analysis/2cKBRXAja8JIgF2gSmrMke10.1%
 
/v1/audio-analysis/3LI4MmibTkXH5cGpCGZgyw10.1%
 
/v1/audio-analysis/6xXRrMbjfPUoQfK7OM8IHG10.1%
 
/v1/audio-analysis/2rzpeCJ9pACIsbDo071pQz10.1%
 
/v1/audio-analysis/6YpgQ4oCUrV6teFr2ouIyQ10.1%
 
/v1/audio-analysis/2gE58DQyqgsvsK87SWUN6210.1%
 
/v1/audio-analysis/0VMGkTgqqW2QRhjLPFqLVv10.1%
 
/v1/audio-analysis/3a61be1anmjh3hzBrQzlYn10.1%
 
/v1/audio-analysis/16Me2jlMlTX4xsps2j71mC10.1%
 
/v1/audio-analysis/6Ju5vBeaPiBH4CTIbRnHQb10.1%
 
/v1/audio-analysis/2GDWfM3NQoD0UeCwI1qbvh10.1%
 
/v1/audio-analysis/55G4Der9QqteKU713FRgBM10.1%
 
/v1/audio-analysis/37viQcdPlZCJXA2YJ5JuMo10.1%
 
/v1/audio-analysis/0VdjJah1N4GRl5jnalJqJB10.1%
 
/v1/audio-analysis/65LNWbKSo8PyqHz30oqDHG10.1%
 
/v1/audio-analysis/1PS1QMdUqOal0ai3Gt7sDQ10.1%
 
/v1/audio-analysis/5mkGfmJGFZpwK9nA5amOhv10.1%
 
/v1/audio-analysis/4FkF0jsdsXFIdOBQ9znlN310.1%
 
/v1/audio-analysis/5OnFk36NsrcOkWgAZnn5bN10.1%
 
/v1/audio-analysis/7KVw7ma2iBd2d9yefbD3t110.1%
 
/v1/audio-analysis/4lY95OMGb9WxP6IYut64ir10.1%
 
/v1/audio-analysis/44b5u2VXXREocuTjx70iBZ10.1%
 
/v1/audio-analysis/1mcJ6f73e14bg8nZJgsc6m10.1%
 
/v1/audio-analysis/780voClLvwbE1eSatqXaep10.1%
 
Other values (1217)121798.0%
 
ValueCountFrequency (%) 
1242100.0%
 
ValueCountFrequency (%) 
1242100.0%
 

duration_ms
Real number (ℝ≥0)

Distinct count1191
Unique (%)95.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean237555.70531400965
Minimum87347
Maximum739819
Zeros0
Zeros (%)0.0%
Memory size9.8 KiB

Quantile statistics

Minimum87347
5-th percentile167366.65
Q1199895.75
median224265.5
Q3257599.5
95-th percentile354269.7
Maximum739819
Range652472
Interquartile range (IQR)57703.75

Descriptive statistics

Standard deviation66067.80767
Coefficient of variation (CV)0.2781150113
Kurtosis12.34916573
Mean237555.7053
Median Absolute Deviation (MAD)27293
Skewness2.555135966
Sum295044186
Variance4364955211
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
21473330.2%
 
22080030.2%
 
20000030.2%
 
17960030.2%
 
27600030.2%
 
24130720.2%
 
17782720.2%
 
22569320.2%
 
22707720.2%
 
21490720.2%
 
18612220.2%
 
26660020.2%
 
27346720.2%
 
17045320.2%
 
19908020.2%
 
25273320.2%
 
17349320.2%
 
20648020.2%
 
25829320.2%
 
20573320.2%
 
20006720.2%
 
21972020.2%
 
21508020.2%
 
24600020.2%
 
14160020.2%
 
Other values (1166)118795.6%
 
ValueCountFrequency (%) 
8734710.1%
 
9446710.1%
 
9956010.1%
 
10105310.1%
 
10764010.1%
 
11008010.1%
 
11793110.1%
 
11810710.1%
 
12077310.1%
 
12168210.1%
 
ValueCountFrequency (%) 
73981910.1%
 
72841310.1%
 
71319210.1%
 
69285310.1%
 
62854710.1%
 
62102710.1%
 
60204810.1%
 
56270710.1%
 
49393310.1%
 
48796010.1%
 

time_signature
Categorical

Distinct count4
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
4
1177
3
 
55
5
 
5
1
 
5
ValueCountFrequency (%) 
4117794.8%
 
3554.4%
 
550.4%
 
150.4%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters4
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
4117794.8%
 
3554.4%
 
150.4%
 
550.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number1242100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
4117794.8%
 
3554.4%
 
150.4%
 
550.4%
 

Most occurring scripts

ValueCountFrequency (%) 
Common1242100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
4117794.8%
 
3554.4%
 
150.4%
 
550.4%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1242100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
4117794.8%
 
3554.4%
 
150.4%
 
550.4%
 

song_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count1213
Unique (%)97.7%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
Closer
 
3
Killer Queen - 2011 Mix
 
2
You're Gonna Go Far, Kid
 
2
Lightning Crashes
 
2
Simple Man
 
2
Other values (1208)
1231
ValueCountFrequency (%) 
Closer30.2%
 
Killer Queen - 2011 Mix20.2%
 
You're Gonna Go Far, Kid20.2%
 
Lightning Crashes20.2%
 
Simple Man20.2%
 
Renegade20.2%
 
Little Talks20.2%
 
Under the Bridge20.2%
 
SOS20.2%
 
Skinny Love20.2%
 
Wake Up20.2%
 
Runaway20.2%
 
Trinity20.2%
 
I Miss You20.2%
 
Bad Moon Rising20.2%
 
Collide20.2%
 
My Immortal20.2%
 
Paris20.2%
 
Dig20.2%
 
The Mother We Share20.2%
 
Pompeii20.2%
 
Burn20.2%
 
Runaways20.2%
 
Your Song20.2%
 
Savior20.2%
 
Other values (1188)119195.9%
 

Length

Max length139
Median length13
Mean length16.64009662
Min length3

Overview of Unicode Properties

Unique unicode characters86
Unique unicode categories (?)11
Unique unicode scripts (?)2
Unique unicode blocks (?)3
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
262012.7%
 
e20159.7%
 
o11715.7%
 
a11345.5%
 
i10184.9%
 
n10084.9%
 
t9554.6%
 
r9494.6%
 
s7043.4%
 
l6343.1%
 
h5432.6%
 
u4382.1%
 
d4292.1%
 
m3361.6%
 
g3321.6%
 
y3321.6%
 
T3121.5%
 
S3121.5%
 
c2821.4%
 
M2521.2%
 
A2451.2%
 
f2361.1%
 
I2031.0%
 
L2021.0%
 
R1981.0%
 
Other values (61)380718.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1348165.2%
 
Uppercase Letter362817.6%
 
Space Separator262012.7%
 
Other Punctuation3111.5%
 
Decimal Number2121.0%
 
Open Punctuation1410.7%
 
Close Punctuation1410.7%
 
Dash Punctuation1220.6%
 
Final Punctuation5< 0.1%
 
Currency Symbol5< 0.1%
 
Math Symbol1< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
T3128.6%
 
S3128.6%
 
M2526.9%
 
A2456.8%
 
I2035.6%
 
L2025.6%
 
R1985.5%
 
D1975.4%
 
B1905.2%
 
W1835.0%
 
C1594.4%
 
O1373.8%
 
G1353.7%
 
F1353.7%
 
H1343.7%
 
N1113.1%
 
Y1062.9%
 
P972.7%
 
E862.4%
 
K671.8%
 
U611.7%
 
J411.1%
 
V381.0%
 
Z120.3%
 
Q80.2%
 
Other values (2)70.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e201514.9%
 
o11718.7%
 
a11348.4%
 
i10187.6%
 
n10087.5%
 
t9557.1%
 
r9497.0%
 
s7045.2%
 
l6344.7%
 
h5434.0%
 
u4383.2%
 
d4293.2%
 
m3362.5%
 
g3322.5%
 
y3322.5%
 
c2822.1%
 
f2361.8%
 
k1941.4%
 
v1891.4%
 
p1861.4%
 
w1491.1%
 
b1130.8%
 
x780.6%
 
z350.3%
 
j90.1%
 
Other values (5)120.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.11336.3%
 
'7825.1%
 
,4514.5%
 
&258.0%
 
"134.2%
 
?123.9%
 
/113.5%
 
!103.2%
 
:31.0%
 
@10.3%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
2620100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
14621.7%
 
04521.2%
 
23918.4%
 
4167.5%
 
9157.1%
 
3125.7%
 
5125.7%
 
8115.2%
 
7104.7%
 
662.8%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(13595.7%
 
[64.3%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)13595.7%
 
]64.3%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-122100.0%
 

Most frequent Final Punctuation characters

ValueCountFrequency (%) 
5100.0%
 

Most frequent Currency Symbol characters

ValueCountFrequency (%) 
$5100.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
+1100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1710982.8%
 
Common355817.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e201511.8%
 
o11716.8%
 
a11346.6%
 
i10186.0%
 
n10085.9%
 
t9555.6%
 
r9495.5%
 
s7044.1%
 
l6343.7%
 
h5433.2%
 
u4382.6%
 
d4292.5%
 
m3362.0%
 
g3321.9%
 
y3321.9%
 
T3121.8%
 
S3121.8%
 
c2821.6%
 
M2521.5%
 
A2451.4%
 
f2361.4%
 
I2031.2%
 
L2021.2%
 
R1981.2%
 
D1971.2%
 
Other values (32)267215.6%
 

Most frequent Common characters

ValueCountFrequency (%) 
262073.6%
 
(1353.8%
 
)1353.8%
 
-1223.4%
 
.1133.2%
 
'782.2%
 
1461.3%
 
,451.3%
 
0451.3%
 
2391.1%
 
&250.7%
 
4160.4%
 
9150.4%
 
"130.4%
 
?120.3%
 
3120.3%
 
5120.3%
 
/110.3%
 
8110.3%
 
7100.3%
 
!100.3%
 
660.2%
 
[60.2%
 
]60.2%
 
50.1%
 
Other values (4)100.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII2065499.9%
 
None8< 0.1%
 
Punctuation5< 0.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
262012.7%
 
e20159.8%
 
o11715.7%
 
a11345.5%
 
i10184.9%
 
n10084.9%
 
t9554.6%
 
r9494.6%
 
s7043.4%
 
l6343.1%
 
h5432.6%
 
u4382.1%
 
d4292.1%
 
m3361.6%
 
g3321.6%
 
y3321.6%
 
T3121.5%
 
S3121.5%
 
c2821.4%
 
M2521.2%
 
A2451.2%
 
f2361.1%
 
I2031.0%
 
L2021.0%
 
R1981.0%
 
Other values (55)379418.4%
 

Most frequent None characters

ValueCountFrequency (%) 
é450.0%
 
à112.5%
 
Ø112.5%
 
ê112.5%
 
ú112.5%
 

Most frequent Punctuation characters

ValueCountFrequency (%) 
5100.0%
 

artist
Categorical

HIGH CARDINALITY

Distinct count631
Unique (%)50.8%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
Thirty Seconds To Mars
 
42
Logic
 
40
Hands Like Houses
 
28
Lady Gaga
 
27
A Day To Remember
 
17
Other values (626)
1088
ValueCountFrequency (%) 
Thirty Seconds To Mars423.4%
 
Logic403.2%
 
Hands Like Houses282.3%
 
Lady Gaga272.2%
 
A Day To Remember171.4%
 
Adam Lambert161.3%
 
Moon Taxi141.1%
 
Asking Alexandria131.0%
 
Neck Deep121.0%
 
Queen110.9%
 
Glass Animals110.9%
 
AFI90.7%
 
Big Gigantic90.7%
 
My Chemical Romance80.6%
 
Childish Gambino80.6%
 
Panic! At The Disco70.6%
 
blink-18270.6%
 
Rise Against70.6%
 
The Chainsmokers70.6%
 
GRiZ70.6%
 
Hozier70.6%
 
Sam Hunt70.6%
 
Muse70.6%
 
PVRIS60.5%
 
P!nk60.5%
 
Other values (606)90973.2%
 

Length

Max length33
Median length11
Mean length11.19082126
Min length2

Overview of Unicode Properties

Unique unicode characters80
Unique unicode categories (?)9
Unique unicode scripts (?)2
Unique unicode blocks (?)2
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e12178.8%
 
12038.7%
 
a10287.4%
 
i8736.3%
 
n7635.5%
 
o7465.4%
 
r6664.8%
 
s6424.6%
 
l5073.6%
 
t4853.5%
 
h3732.7%
 
d3502.5%
 
c3232.3%
 
T3162.3%
 
y2882.1%
 
m2772.0%
 
u2521.8%
 
L2401.7%
 
M2281.6%
 
A2281.6%
 
g2151.5%
 
S2091.5%
 
k2011.4%
 
D1351.0%
 
B1320.9%
 
Other values (55)200214.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter979070.4%
 
Uppercase Letter277420.0%
 
Space Separator12038.7%
 
Decimal Number710.5%
 
Other Punctuation420.3%
 
Dash Punctuation130.1%
 
Math Symbol4< 0.1%
 
Connector Punctuation1< 0.1%
 
Currency Symbol1< 0.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e121712.4%
 
a102810.5%
 
i8738.9%
 
n7637.8%
 
o7467.6%
 
r6666.8%
 
s6426.6%
 
l5075.2%
 
t4855.0%
 
h3733.8%
 
d3503.6%
 
c3233.3%
 
y2882.9%
 
m2772.8%
 
u2522.6%
 
g2152.2%
 
k2012.1%
 
b1321.3%
 
p1011.0%
 
v951.0%
 
w640.7%
 
f610.6%
 
x590.6%
 
z480.5%
 
j180.2%
 
Other values (4)60.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
T31611.4%
 
L2408.7%
 
M2288.2%
 
A2288.2%
 
S2097.5%
 
D1354.9%
 
B1324.8%
 
R1314.7%
 
C1294.7%
 
H1254.5%
 
G1224.4%
 
P1144.1%
 
E853.1%
 
O792.8%
 
I782.8%
 
F762.7%
 
N702.5%
 
K652.3%
 
J572.1%
 
W471.7%
 
V281.0%
 
Z180.6%
 
Y180.6%
 
U170.6%
 
Q150.5%
 
Other values (3)120.4%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
1203100.0%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_1100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
12028.2%
 
81014.1%
 
2912.7%
 
0811.3%
 
968.5%
 
568.5%
 
345.6%
 
745.6%
 
434.2%
 
611.4%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.1433.3%
 
!1331.0%
 
&49.5%
 
'49.5%
 
,37.1%
 
/24.8%
 
?12.4%
 
:12.4%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
+4100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-13100.0%
 

Most frequent Currency Symbol characters

ValueCountFrequency (%) 
$1100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1256490.4%
 
Common13359.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e12179.7%
 
a10288.2%
 
i8736.9%
 
n7636.1%
 
o7465.9%
 
r6665.3%
 
s6425.1%
 
l5074.0%
 
t4853.9%
 
h3733.0%
 
d3502.8%
 
c3232.6%
 
T3162.5%
 
y2882.3%
 
m2772.2%
 
u2522.0%
 
L2401.9%
 
M2281.8%
 
A2281.8%
 
g2151.7%
 
S2091.7%
 
k2011.6%
 
D1351.1%
 
B1321.1%
 
b1321.1%
 
Other values (32)173813.8%
 

Most frequent Common characters

ValueCountFrequency (%) 
120390.1%
 
1201.5%
 
.141.0%
 
!131.0%
 
-131.0%
 
8100.7%
 
290.7%
 
080.6%
 
960.4%
 
560.4%
 
340.3%
 
740.3%
 
&40.3%
 
+40.3%
 
'40.3%
 
430.2%
 
,30.2%
 
/20.1%
 
_10.1%
 
?10.1%
 
:10.1%
 
$10.1%
 
610.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII13894> 99.9%
 
None5< 0.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e12178.8%
 
12038.7%
 
a10287.4%
 
i8736.3%
 
n7635.5%
 
o7465.4%
 
r6664.8%
 
s6424.6%
 
l5073.6%
 
t4853.5%
 
h3732.7%
 
d3502.5%
 
c3232.3%
 
T3162.3%
 
y2882.1%
 
m2772.0%
 
u2521.8%
 
L2401.7%
 
M2281.6%
 
A2281.6%
 
g2151.5%
 
S2091.5%
 
k2011.4%
 
D1351.0%
 
B1321.0%
 
Other values (50)199714.4%
 

Most frequent None characters

ValueCountFrequency (%) 
ö120.0%
 
è120.0%
 
Ů120.0%
 
Ö120.0%
 
é120.0%
 

target
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.8 KiB
1
1242
ValueCountFrequency (%) 
11242100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

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Last rows

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